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With Polars if you want to obtain a result in an R data.frame, you can simply use the function `as.data.frame()`. See [here](#from-seriesdataframes-to-vectordata.frames) for examples.
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::: {.callout-tip}
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Beyond the minor differences discussed above, there are **two major reasons why you should use the `select()` method over the syntax with square brackets:**
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There are **two major reasons why you should use the `select()` method over the syntax with square brackets:**
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- When you select and transform multiple columns with `select()` method, Polars will run these selections **in parallel**;
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- Expressions used in `select()` method can be optimised in [lazy mode](#introduction-to-lazy-mode) by the query optimizer.
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